In contrast, NMRAL2P and SHH showed significant negative correlations with multiple immune checkpoint genes, indicating that tumors with higher expression of these genes tend to display a “cold tumor” immune microenvironment, which may correspond to a poorer response to immunotherapy(Supplementary Figure 8). The gene discussed is SHH; the disease is neoplasm.